### A Pluto.jl notebook ###
# v0.20.21

using Markdown
using InteractiveUtils

# This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
macro bind(def, element)
    #! format: off
    return quote
        local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
        local el = $(esc(element))
        global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
        el
    end
    #! format: on
end

# ╔═╡ 3c88aa50-47ec-4a23-bdbd-da04ac05100a
begin
	using ClimateModels, PlutoUI, CairoMakie
    import IniFile
	md"""_Done with loading packages_"""
end

# ╔═╡ b5caddd5-4b34-4a28-af7d-aaea247bd2a5
md"""# Hector Global Climate (C++)

Here we setup, run and plot a simple global climate carbon-cycle model called [Hector](https://jgcri.github.io/hector/index.html). 

Hector reproduces the global historical trends of atmospheric [CO2], radiative forcing, and surface temperatures. It simulates various [Shared Socioeconomic Pathways (SSPs)](https://en.wikipedia.org/wiki/Shared_Socioeconomic_Pathways) defined by the Intergovernmental Panel on Climate Change (IPCC).

Documentation about Hector can be found [here](https://jgcri.github.io/hector/articles/manual/), [here](https://pyhector.readthedocs.io/en/latest/index.html), and [here](https://jgcri.github.io/hectorui/index.html).
"""

# ╔═╡ fbd107dd-56e9-4a86-9737-18fd89d6fb37
md"""#### Source Code"""

# ╔═╡ 67365028-7acd-4974-aaeb-c472981346f5


# ╔═╡ d048aac3-42c3-447a-8221-6d5ba6299369


# ╔═╡ 8e2c86e7-f561-4157-af76-410f85897b46
md"""## The Four Scenarios"""

# ╔═╡ 37a9f083-d9ae-4506-b33c-2f9c6da5314e
md"""## Model Interface

Here we define a new concrete type called `Hector_config`. The rest of the `ClimateModels.jl` interface implementation for this new type is documented below (see `Model Interface details`). 
"""

# ╔═╡ 448424ee-c2d0-4957-9763-4fa467f68992
begin
	H=HectorConfig()
	setup(H)

	exe=joinpath(tempdir(),"hector")
	if isfile(exe)
		build(H; exe=exe)
	else
		build(H)
		exe=joinpath(pathof(H),"hector","src","hector")
	end

	md"""The compiled Hector executable is at
	
	$(exe)
	"""
end

# ╔═╡ 91c60316-8689-4443-b439-eacb95efb26f
#readdir(MC)
exe

# ╔═╡ 95fcd1a0-60ad-465f-b5c0-35bb8ea044c2
md"""## Setup, Build, and Launch"""

# ╔═╡ 7f7cb33a-e02a-4450-8d58-eadbb5f29297
begin
	MC=HectorConfig()
	setup(MC)
	build(MC; exe=exe)
	launch(MC)
	"Done with setup, build, launch sequence."
end

# ╔═╡ 1bc9b369-1233-46e2-9cfc-8c0db286d352
let
    (store,list)=Hector.calc_all_scenarios(H)
    f_all=ClimateModels.plot_examples(:Hector_scenarios,store,list)
    save(joinpath(pathof(MC),"tas_scenarios.png"), f_all)
    f_all
end

# ╔═╡ 5a731e2b-ff27-45fc-bc63-4988e484d7d2
PlutoUI.with_terminal() do
		show(MC)
end

# ╔═╡ 5c2381dc-55d6-4f4b-a1c0-a7a777283621
MC

# ╔═╡ 3e66a5bb-338c-49fb-b169-a6edb4c43949
md"""## Read Output And Plot"""

# ╔═╡ a5336163-72e5-48b4-8156-224728ccd518
begin
	tmp=HectorConfig(configuration="hector_ssp245.ini",folder=MC.folder,ID=MC.ID)
	put!(tmp,Hector.Hector_launch)
	launch(tmp)

	f,a,year,tas=ClimateModels.plot_examples(:Hector,MC)
	Legend(f[1, 2], a)
	f
end

# ╔═╡ d033d4f3-409a-4b6e-bdc7-f881989b0653
md"""## Inspect Model Parameters"""

# ╔═╡ 3706903e-10b4-11ec-3eaf-8df6df1c23c3
begin
	nml=Hector.read_IniFile(MC)
	PlutoUI.with_terminal() do
		show(nml)
	end
end

# ╔═╡ 909a8669-9324-4982-bac7-9d7d112b5ab8
begin
	𝑷=ClimateModels.DataFrame(group=String[],name=String[],default=Float64[],factors=StepRangeLen[],
		long_name=String[],unit=String[])
	push!(𝑷,("simpleNbox","beta",0.36,0.2:0.2:2,"CO2 fertilization factor","unitless"))
	push!(𝑷,("temperature","alpha",1,0.2:0.2:2,"Aerosol forcing scaling factor","unitless"))
	push!(𝑷,("temperature","diff",2.3,0.2:0.2:2,"Ocean heat diffusivity","cm2/s"))
	push!(𝑷,("temperature","S",3.5,0.2:0.2:2,"Equilibrium climate sensitivity","degC"))
	push!(𝑷,("simpleNbox","C0",588.071/2.13,0.2:0.2:2,"Preindustrial CO2 conc,","ppmv CO2"))
	#- atmos_c=588.071                 ; Pg C in CO2, from Murakami et al. (2010)
	#- ;C0=276                                 ; another way to specify, in ppmv
	#- 1 ppm by volume of atmosphere CO2 = 2.13 Gt C
	push!(𝑷,("simpleNbox","q10_rh",2.0,0.2:0.2:2,"Temp. sensitivity factor (Q10)","unitless"))
	push!(𝑷,("temperature","volscl",1,0.2:0.2:2,"Volcanic forcing scaling factor","unitless"))
	𝑉=[𝑷.default[i]*𝑷.factors[i] for i in 1:length(𝑷.default)]
	𝑷
	
	md"""## Modify Parameters & Rerun
	
	Let's consider the same sbuset of model parameters as done in [HectorUI](https://jgcri.github.io/hectorui/index.html). 
	
	Here, we start from $(MC.configuration) but with a `Equilibrium climate sensitivity` of 3.5 instead of 3.
	"""
end

# ╔═╡ cf70e31c-e95a-4768-b11b-0c25eba2a736
md"""

Parameter name | Value | unit
----|----|----
$(𝑷.long_name[1]) | $(@bind 𝑄_1 NumberField(𝑉[1]; default=𝑷.default[1]))  |  $(𝑷.unit[1])
$(𝑷.long_name[2]) | $(@bind 𝑄_2 NumberField(𝑉[2]; default=𝑷.default[2]))  |  $(𝑷.unit[2])
$(𝑷.long_name[3]) | $(@bind 𝑄_3 NumberField(𝑉[3]; default=𝑷.default[3]))  |  $(𝑷.unit[3])
$(𝑷.long_name[4]) | $(@bind 𝑄_4 NumberField(𝑉[4]; default=𝑷.default[4]))  |  $(𝑷.unit[4])
$(𝑷.long_name[5]) | $(@bind 𝑄_5 NumberField(𝑉[5]; default=𝑷.default[5]))  |  $(𝑷.unit[5])
$(𝑷.long_name[6]) | $(@bind 𝑄_6 NumberField(𝑉[6]; default=𝑷.default[6]))  |  $(𝑷.unit[6])
$(𝑷.long_name[7]) | $(@bind 𝑄_7 NumberField(𝑉[7]; default=𝑷.default[7]))  |  $(𝑷.unit[7])

$(@bind update_param PlutoUI.Button("Update & Rerun Model"))

"""

# ╔═╡ 95301453-5c24-4884-9eab-098f8ce40c0f
begin
	#modify parameter values within nml
	𝑄=(𝑄_1,𝑄_2,𝑄_3,𝑄_4,𝑄_5,𝑄_6,𝑄_7)
	[nml.sections[𝑷.group[i]][𝑷.name[i]]=𝑄[i] for i in 1:length(𝑄)]
	[nml.sections[𝑷.group[i]][𝑷.name[i]] for i in 1:length(𝑄)]
	md"""Would rerun with parameters : $(𝑄)"""
end

# ╔═╡ 3711d123-0e16-486b-a4ba-c5ac6de93692
begin
	#rerun model with updated parameter file
	update_param
	
	pth1=pathof(MC)
	conf=joinpath(pth1,"log","custom_parameters.nml")
	open(conf, "w+") do io
		write(io, nml)
	end
	log(MC,"update custom_parameters.nml (or skip)",fil="custom_parameters.nml")
	myconf=joinpath(pth1,"hector","inst","input","custom_parameters.nml")	
	cp(conf,myconf;force=true)
	
	myMC=HectorConfig(configuration="custom_parameters.nml",folder=MC.folder,ID=MC.ID)
	put!(myMC,Hector.Hector_launch)
	launch(myMC)
	"rerun completed"
end

# ╔═╡ c23c4065-faf5-4822-a082-ff05e63e180b
myconf

# ╔═╡ 76763a71-a8d3-472a-bb27-577a88ff637c
begin
	g,b,_,_=ClimateModels.plot_examples(:Hector,myMC)
	lines!(b,year,tas,label=MC.configuration,linewidth=3)
	Legend(g[1, 2], b)
    save(joinpath(pathof(MC),"tas_custom.png"), g)
	g
end

# ╔═╡ 68e4cf96-c335-4db1-b527-07043cacbc00
md"""## Workflow Log (~git log)"""

# ╔═╡ 2c2ec4ba-e9ed-4695-a695-4549ee84e314
Dump(log(MC))

# ╔═╡ acd184ff-dfce-496a-afa2-0cac1fc5fa98
TableOfContents()






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git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae"
uuid = "076d061b-32b6-4027-95e0-9a2c6f6d7e74"
version = "0.2.0"

[[deps.Hyperscript]]
deps = ["Test"]
git-tree-sha1 = "179267cfa5e712760cd43dcae385d7ea90cc25a4"
uuid = "47d2ed2b-36de-50cf-bf87-49c2cf4b8b91"
version = "0.0.5"

[[deps.HypertextLiteral]]
deps = ["Tricks"]
git-tree-sha1 = "7134810b1afce04bbc1045ca1985fbe81ce17653"
uuid = "ac1192a8-f4b3-4bfe-ba22-af5b92cd3ab2"
version = "0.9.5"

[[deps.IOCapture]]
deps = ["Logging", "Random"]
git-tree-sha1 = "0ee181ec08df7d7c911901ea38baf16f755114dc"
uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
version = "1.0.0"

[[deps.IniFile]]
git-tree-sha1 = "f550e6e32074c939295eb5ea6de31849ac2c9625"
uuid = "83e8ac13-25f8-5344-8a64-a9f2b223428f"
version = "0.5.1"

[[deps.InlineStrings]]
git-tree-sha1 = "8f3d257792a522b4601c24a577954b0a8cd7334d"
uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
version = "1.4.5"

    [deps.InlineStrings.extensions]
    ArrowTypesExt = "ArrowTypes"
    ParsersExt = "Parsers"

    [deps.InlineStrings.weakdeps]
    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
    Parsers = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"

[[deps.InteractiveUtils]]
deps = ["Markdown"]
uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
version = "1.11.0"

[[deps.InvertedIndices]]
git-tree-sha1 = "6da3c4316095de0f5ee2ebd875df8721e7e0bdbe"
uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
version = "1.3.1"

[[deps.IteratorInterfaceExtensions]]
git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
uuid = "82899510-4779-5014-852e-03e436cf321d"
version = "1.0.0"

[[deps.JLD2]]
deps = ["ChunkCodecLibZlib", "ChunkCodecLibZstd", "FileIO", "MacroTools", "Mmap", "OrderedCollections", "PrecompileTools", "ScopedValues"]
git-tree-sha1 = "8f8ff711442d1f4cfc0d86133e7ee03d62ec9b98"
uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
version = "0.6.3"

    [deps.JLD2.extensions]
    UnPackExt = "UnPack"

    [deps.JLD2.weakdeps]
    UnPack = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"

[[deps.JLLWrappers]]
deps = ["Artifacts", "Preferences"]
git-tree-sha1 = "0533e564aae234aff59ab625543145446d8b6ec2"
uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
version = "1.7.1"

[[deps.JSON]]
deps = ["Dates", "Mmap", "Parsers", "Unicode"]
git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a"
uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
version = "0.21.4"

[[deps.JuliaSyntaxHighlighting]]
deps = ["StyledStrings"]
uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011"
version = "1.12.0"

[[deps.LaTeXStrings]]
git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
version = "1.4.0"

[[deps.LibCURL]]
deps = ["LibCURL_jll", "MozillaCACerts_jll"]
uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
version = "0.6.4"

[[deps.LibCURL_jll]]
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll", "Zlib_jll", "nghttp2_jll"]
uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
version = "8.11.1+1"

[[deps.LibGit2]]
deps = ["LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
version = "1.11.0"

[[deps.LibGit2_jll]]
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll"]
uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
version = "1.9.0+0"

[[deps.LibSSH2_jll]]
deps = ["Artifacts", "Libdl", "OpenSSL_jll"]
uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
version = "1.11.3+1"

[[deps.Libdl]]
uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
version = "1.11.0"

[[deps.Libiconv_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809"
uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
version = "1.18.0+0"

[[deps.LinearAlgebra]]
deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
version = "1.12.0"

[[deps.Logging]]
uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
version = "1.11.0"

[[deps.LoggingExtras]]
deps = ["Dates", "Logging"]
git-tree-sha1 = "f00544d95982ea270145636c181ceda21c4e2575"
uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
version = "1.2.0"

[[deps.MIMEs]]
git-tree-sha1 = "c64d943587f7187e751162b3b84445bbbd79f691"
uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
version = "1.1.0"

[[deps.MacroTools]]
git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
version = "0.5.16"

[[deps.Markdown]]
deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"]
uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
version = "1.11.0"

[[deps.MbedTLS]]
deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
version = "1.1.9"

[[deps.MbedTLS_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "ff69a2b1330bcb730b9ac1ab7dd680176f5896b8"
uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
version = "2.28.1010+0"

[[deps.Missings]]
deps = ["DataAPI"]
git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d"
uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
version = "1.2.0"

[[deps.Mmap]]
uuid = "a63ad114-7e13-5084-954f-fe012c677804"
version = "1.11.0"

[[deps.MozillaCACerts_jll]]
uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
version = "2025.5.20"

[[deps.NetworkOptions]]
uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
version = "1.3.0"

[[deps.OffsetArrays]]
git-tree-sha1 = "117432e406b5c023f665fa73dc26e79ec3630151"
uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
version = "1.17.0"

    [deps.OffsetArrays.extensions]
    OffsetArraysAdaptExt = "Adapt"

    [deps.OffsetArrays.weakdeps]
    Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"

[[deps.OpenBLAS_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
version = "0.3.29+0"

[[deps.OpenSSH_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "OpenSSL_jll", "Zlib_jll"]
git-tree-sha1 = "301412a644646fdc0ad67d0a87487466b491e53d"
uuid = "9bd350c2-7e96-507f-8002-3f2e150b4e1b"
version = "10.2.1+0"

[[deps.OpenSSL]]
deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "NetworkOptions", "OpenSSL_jll", "Sockets"]
git-tree-sha1 = "1d1aaa7d449b58415f97d2839c318b70ffb525a0"
uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
version = "1.6.1"

[[deps.OpenSSL_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
version = "3.5.1+0"

[[deps.OrderedCollections]]
git-tree-sha1 = "05868e21324cede2207c6f0f466b4bfef6d5e7ee"
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
version = "1.8.1"

[[deps.PCRE2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
version = "10.44.0+1"

[[deps.Parsers]]
deps = ["Dates", "PrecompileTools", "UUIDs"]
git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "2.8.3"

[[deps.Pkg]]
deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
version = "1.12.0"
weakdeps = ["REPL"]

    [deps.Pkg.extensions]
    REPLExt = "REPL"

[[deps.PlutoUI]]
deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "Downloads", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
git-tree-sha1 = "6122f9423393a2294e26a4efdf44960c5f8acb70"
uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
version = "0.7.78"

[[deps.PooledArrays]]
deps = ["DataAPI", "Future"]
git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3"
uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
version = "1.4.3"

[[deps.PrecompileTools]]
deps = ["Preferences"]
git-tree-sha1 = "07a921781cab75691315adc645096ed5e370cb77"
uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
version = "1.3.3"

[[deps.Preferences]]
deps = ["TOML"]
git-tree-sha1 = "522f093a29b31a93e34eaea17ba055d850edea28"
uuid = "21216c6a-2e73-6563-6e65-726566657250"
version = "1.5.1"

[[deps.PrettyTables]]
deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "REPL", "Reexport", "StringManipulation", "Tables"]
git-tree-sha1 = "c5a07210bd060d6a8491b0ccdee2fa0235fc00bf"
uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
version = "3.1.2"

[[deps.Printf]]
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
version = "1.11.0"

[[deps.REPL]]
deps = ["InteractiveUtils", "JuliaSyntaxHighlighting", "Markdown", "Sockets", "StyledStrings", "Unicode"]
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
version = "1.11.0"

[[deps.Random]]
deps = ["SHA"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
version = "1.11.0"

[[deps.Reexport]]
git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
uuid = "189a3867-3050-52da-a836-e630ba90ab69"
version = "1.2.2"

[[deps.Requires]]
deps = ["UUIDs"]
git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64"
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
version = "1.3.1"

[[deps.SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
version = "0.7.0"

[[deps.ScopedValues]]
deps = ["HashArrayMappedTries", "Logging"]
git-tree-sha1 = "c3b2323466378a2ba15bea4b2f73b081e022f473"
uuid = "7e506255-f358-4e82-b7e4-beb19740aa63"
version = "1.5.0"

[[deps.Scratch]]
deps = ["Dates"]
git-tree-sha1 = "9b81b8393e50b7d4e6d0a9f14e192294d3b7c109"
uuid = "6c6a2e73-6563-6170-7368-637461726353"
version = "1.3.0"

[[deps.SentinelArrays]]
deps = ["Dates", "Random"]
git-tree-sha1 = "ebe7e59b37c400f694f52b58c93d26201387da70"
uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
version = "1.4.9"

[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
version = "1.11.0"

[[deps.SimpleBufferStream]]
git-tree-sha1 = "f305871d2f381d21527c770d4788c06c097c9bc1"
uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7"
version = "1.2.0"

[[deps.Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
version = "1.11.0"

[[deps.SortingAlgorithms]]
deps = ["DataStructures"]
git-tree-sha1 = "64d974c2e6fdf07f8155b5b2ca2ffa9069b608d9"
uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
version = "1.2.2"

[[deps.Statistics]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
version = "1.11.1"

    [deps.Statistics.extensions]
    SparseArraysExt = ["SparseArrays"]

    [deps.Statistics.weakdeps]
    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"

[[deps.StringManipulation]]
deps = ["PrecompileTools"]
git-tree-sha1 = "a3c1536470bf8c5e02096ad4853606d7c8f62721"
uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
version = "0.4.2"

[[deps.StyledStrings]]
uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
version = "1.11.0"

[[deps.Suppressor]]
deps = ["Logging"]
git-tree-sha1 = "6dbb5b635c5437c68c28c2ac9e39b87138f37c0a"
uuid = "fd094767-a336-5f1f-9728-57cf17d0bbfb"
version = "0.2.8"

[[deps.TOML]]
deps = ["Dates"]
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
version = "1.0.3"

[[deps.TableTraits]]
deps = ["IteratorInterfaceExtensions"]
git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
version = "1.0.1"

[[deps.Tables]]
deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
git-tree-sha1 = "f2c1efbc8f3a609aadf318094f8fc5204bdaf344"
uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
version = "1.12.1"

[[deps.Tar]]
deps = ["ArgTools", "SHA"]
uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
version = "1.10.0"

[[deps.Test]]
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
version = "1.11.0"

[[deps.TranscodingStreams]]
git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742"
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
version = "0.11.3"

[[deps.Tricks]]
git-tree-sha1 = "311349fd1c93a31f783f977a71e8b062a57d4101"
uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
version = "0.1.13"

[[deps.URIs]]
git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a"
uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
version = "1.6.1"

[[deps.UUIDs]]
deps = ["Random", "SHA"]
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
version = "1.11.0"

[[deps.Unicode]]
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
version = "1.11.0"

[[deps.WeakRefStrings]]
deps = ["DataAPI", "InlineStrings", "Parsers"]
git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
version = "1.4.2"

[[deps.WorkerUtilities]]
git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
version = "1.6.1"

[[deps.ZipFile]]
deps = ["Libdl", "Printf", "Zlib_jll"]
git-tree-sha1 = "f492b7fe1698e623024e873244f10d89c95c340a"
uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
version = "0.10.1"

[[deps.Zlib_jll]]
deps = ["Libdl"]
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
version = "1.3.1+2"

[[deps.Zstd_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "446b23e73536f84e8037f5dce465e92275f6a308"
uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
version = "1.5.7+1"

[[deps.libblastrampoline_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
version = "5.15.0+0"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.64.0+1"

[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.5.0+2"
"""

# ╔═╡ Cell order:
# ╟─b5caddd5-4b34-4a28-af7d-aaea247bd2a5
# ╟─fbd107dd-56e9-4a86-9737-18fd89d6fb37
# ╟─3c88aa50-47ec-4a23-bdbd-da04ac05100a
# ╟─67365028-7acd-4974-aaeb-c472981346f5
# ╟─d048aac3-42c3-447a-8221-6d5ba6299369
# ╟─8e2c86e7-f561-4157-af76-410f85897b46
# ╟─1bc9b369-1233-46e2-9cfc-8c0db286d352
# ╟─91c60316-8689-4443-b439-eacb95efb26f
# ╟─37a9f083-d9ae-4506-b33c-2f9c6da5314e
# ╟─448424ee-c2d0-4957-9763-4fa467f68992
# ╟─95fcd1a0-60ad-465f-b5c0-35bb8ea044c2
# ╟─7f7cb33a-e02a-4450-8d58-eadbb5f29297
# ╟─5a731e2b-ff27-45fc-bc63-4988e484d7d2
# ╟─5c2381dc-55d6-4f4b-a1c0-a7a777283621
# ╟─3e66a5bb-338c-49fb-b169-a6edb4c43949
# ╟─a5336163-72e5-48b4-8156-224728ccd518
# ╟─d033d4f3-409a-4b6e-bdc7-f881989b0653
# ╟─3706903e-10b4-11ec-3eaf-8df6df1c23c3
# ╟─909a8669-9324-4982-bac7-9d7d112b5ab8
# ╟─cf70e31c-e95a-4768-b11b-0c25eba2a736
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